Dataset statistics
| Number of variables | 32 |
|---|---|
| Number of observations | 1867 |
| Missing cells | 109 |
| Missing cells (%) | 0.2% |
| Duplicate rows | 6 |
| Duplicate rows (%) | 0.3% |
| Total size in memory | 466.9 KiB |
| Average record size in memory | 256.1 B |
Variable types
| NUM | 17 |
|---|---|
| CAT | 15 |
| Dataset has 6 (0.3%) duplicate rows | Duplicates |
Lich2 is highly correlated with Lich1 | High correlation |
Lich1 is highly correlated with Lich2 | High correlation |
Fstf has 109 (5.8%) missing values | Missing |
TempDist has 858 (46.0%) zeros | Zeros |
SpatDist has 1584 (84.8%) zeros | Zeros |
UArt1 has 64 (3.4%) zeros | Zeros |
AUrs1 has 1676 (89.8%) zeros | Zeros |
AUrs2 has 1856 (99.4%) zeros | Zeros |
Reproduction
| Analysis started | 2020-10-24 11:23:11.906640 |
|---|---|
| Analysis finished | 2020-10-24 11:23:55.091247 |
| Duration | 43.18 seconds |
| Software version | pandas-profiling v2.9.0 |
| Download configuration | config.yaml |
TempMax
Real number (ℝ≥0)
| Distinct | 211 |
|---|---|
| Distinct (%) | 11.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 175.0091055 |
|---|---|
| Minimum | 9 |
| Maximum | 1341 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 14.6 KiB |
Quantile statistics
| Minimum | 9 |
|---|---|
| 5-th percentile | 24 |
| Q1 | 69 |
| median | 117 |
| Q3 | 216 |
| 95-th percentile | 525 |
| Maximum | 1341 |
| Range | 1332 |
| Interquartile range (IQR) | 147 |
Descriptive statistics
| Standard deviation | 173.2912269 |
|---|---|
| Coefficient of variation (CV) | 0.9901840616 |
| Kurtosis | 9.396857376 |
| Mean | 175.0091055 |
| Median Absolute Deviation (MAD) | 63 |
| Skewness | 2.581777376 |
| Sum | 326742 |
| Variance | 30029.84933 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 84 | 36 | 1.9% | |
| 81 | 36 | 1.9% | |
| 93 | 35 | 1.9% | |
| 87 | 33 | 1.8% | |
| 72 | 31 | 1.7% | |
| 111 | 31 | 1.7% | |
| 78 | 31 | 1.7% | |
| 54 | 31 | 1.7% | |
| 69 | 31 | 1.7% | |
| 96 | 30 | 1.6% | |
| Other values (201) | 1542 | 82.6% |
| Value | Count | Frequency (%) | |
| 9 | 8 | 0.4% | |
| 12 | 11 | 0.6% | |
| 15 | 13 | 0.7% | |
| 18 | 28 | 1.5% | |
| 21 | 20 | 1.1% |
| Value | Count | Frequency (%) | |
| 1341 | 1 | 0.1% | |
| 1323 | 3 | 0.2% | |
| 1257 | 2 | 0.1% | |
| 1194 | 1 | 0.1% | |
| 1152 | 1 | 0.1% |
TempAvg
Real number (ℝ≥0)
| Distinct | 246 |
|---|---|
| Distinct (%) | 13.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 74.23245849 |
|---|---|
| Minimum | 3 |
| Maximum | 1326 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 14.6 KiB |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 11 |
| Q1 | 32 |
| median | 55 |
| Q3 | 90 |
| 95-th percentile | 196 |
| Maximum | 1326 |
| Range | 1323 |
| Interquartile range (IQR) | 58 |
Descriptive statistics
| Standard deviation | 81.24420703 |
|---|---|
| Coefficient of variation (CV) | 1.094456639 |
| Kurtosis | 72.03526142 |
| Mean | 74.23245849 |
| Median Absolute Deviation (MAD) | 28 |
| Skewness | 6.318025592 |
| Sum | 138592 |
| Variance | 6600.621175 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 44 | 30 | 1.6% | |
| 26 | 27 | 1.4% | |
| 48 | 27 | 1.4% | |
| 53 | 26 | 1.4% | |
| 59 | 26 | 1.4% | |
| 24 | 25 | 1.3% | |
| 56 | 24 | 1.3% | |
| 57 | 23 | 1.2% | |
| 50 | 23 | 1.2% | |
| 47 | 23 | 1.2% | |
| Other values (236) | 1613 | 86.4% |
| Value | Count | Frequency (%) | |
| 3 | 1 | 0.1% | |
| 4 | 3 | 0.2% | |
| 5 | 11 | 0.6% | |
| 6 | 13 | 0.7% | |
| 7 | 18 | 1.0% |
| Value | Count | Frequency (%) | |
| 1326 | 1 | 0.1% | |
| 1260 | 1 | 0.1% | |
| 955 | 1 | 0.1% | |
| 920 | 1 | 0.1% | |
| 703 | 1 | 0.1% |
SpatMax
Real number (ℝ≥0)
| Distinct | 1517 |
|---|---|
| Distinct (%) | 81.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12099.28388 |
|---|---|
| Minimum | 832 |
| Maximum | 219082 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 14.6 KiB |
Quantile statistics
| Minimum | 832 |
|---|---|
| 5-th percentile | 1899.3 |
| Q1 | 4518.5 |
| median | 8422 |
| Q3 | 14539 |
| 95-th percentile | 31525.9 |
| Maximum | 219082 |
| Range | 218250 |
| Interquartile range (IQR) | 10020.5 |
Descriptive statistics
| Standard deviation | 17042.85808 |
|---|---|
| Coefficient of variation (CV) | 1.408584033 |
| Kurtosis | 82.68306322 |
| Mean | 12099.28388 |
| Median Absolute Deviation (MAD) | 4623 |
| Skewness | 7.967522598 |
| Sum | 22589363 |
| Variance | 290459011.6 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 13163 | 8 | 0.4% | |
| 189730 | 5 | 0.3% | |
| 6621 | 5 | 0.3% | |
| 2351 | 5 | 0.3% | |
| 3475 | 5 | 0.3% | |
| 15117 | 4 | 0.2% | |
| 4840 | 4 | 0.2% | |
| 35492 | 4 | 0.2% | |
| 13456 | 4 | 0.2% | |
| 6025 | 4 | 0.2% | |
| Other values (1507) | 1819 | 97.4% |
| Value | Count | Frequency (%) | |
| 832 | 2 | 0.1% | |
| 965 | 1 | 0.1% | |
| 971 | 1 | 0.1% | |
| 1000 | 1 | 0.1% | |
| 1036 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 219082 | 3 | 0.2% | |
| 195310 | 2 | 0.1% | |
| 189730 | 5 | 0.3% | |
| 153237 | 1 | 0.1% | |
| 135780 | 1 | 0.1% |
SpatAvg
Real number (ℝ≥0)
| Distinct | 1498 |
|---|---|
| Distinct (%) | 80.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3996.387788 |
|---|---|
| Minimum | 135 |
| Maximum | 17805 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 14.6 KiB |
Quantile statistics
| Minimum | 135 |
|---|---|
| 5-th percentile | 1053.3 |
| Q1 | 2007.5 |
| median | 3402 |
| Q3 | 5334.5 |
| 95-th percentile | 9279 |
| Maximum | 17805 |
| Range | 17670 |
| Interquartile range (IQR) | 3327 |
Descriptive statistics
| Standard deviation | 2621.118875 |
|---|---|
| Coefficient of variation (CV) | 0.655872006 |
| Kurtosis | 2.208051196 |
| Mean | 3996.387788 |
| Median Absolute Deviation (MAD) | 1569 |
| Skewness | 1.329804557 |
| Sum | 7461256 |
| Variance | 6870264.157 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 10266 | 5 | 0.3% | |
| 1413 | 5 | 0.3% | |
| 5606 | 5 | 0.3% | |
| 8822 | 4 | 0.2% | |
| 12363 | 4 | 0.2% | |
| 4423 | 4 | 0.2% | |
| 7527 | 3 | 0.2% | |
| 1475 | 3 | 0.2% | |
| 6415 | 3 | 0.2% | |
| 7933 | 3 | 0.2% | |
| Other values (1488) | 1828 | 97.9% |
| Value | Count | Frequency (%) | |
| 135 | 1 | 0.1% | |
| 347 | 1 | 0.1% | |
| 358 | 1 | 0.1% | |
| 387 | 1 | 0.1% | |
| 393 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 17805 | 1 | 0.1% | |
| 16851 | 1 | 0.1% | |
| 16571 | 2 | 0.1% | |
| 15526 | 1 | 0.1% | |
| 15132 | 1 | 0.1% |
| Distinct | 25 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.538832351 |
|---|---|
| Minimum | 0 |
| Maximum | 24 |
| Zeros | 858 |
| Zeros (%) | 46.0% |
| Memory size | 14.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 3 |
| Q3 | 9 |
| 95-th percentile | 21 |
| Maximum | 24 |
| Range | 24 |
| Interquartile range (IQR) | 9 |
Descriptive statistics
| Standard deviation | 6.888638558 |
|---|---|
| Coefficient of variation (CV) | 1.243698693 |
| Kurtosis | 0.1675782571 |
| Mean | 5.538832351 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 1.112474575 |
| Sum | 10341 |
| Variance | 47.45334119 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=25)
| Value | Count | Frequency (%) | |
| 0 | 858 | 46.0% | |
| 6 | 89 | 4.8% | |
| 7 | 76 | 4.1% | |
| 5 | 70 | 3.7% | |
| 8 | 68 | 3.6% | |
| 9 | 66 | 3.5% | |
| 10 | 60 | 3.2% | |
| 3 | 58 | 3.1% | |
| 12 | 51 | 2.7% | |
| 4 | 50 | 2.7% | |
| Other values (15) | 421 | 22.5% |
| Value | Count | Frequency (%) | |
| 0 | 858 | 46.0% | |
| 1 | 41 | 2.2% | |
| 2 | 32 | 1.7% | |
| 3 | 58 | 3.1% | |
| 4 | 50 | 2.7% |
| Value | Count | Frequency (%) | |
| 24 | 28 | 1.5% | |
| 23 | 21 | 1.1% | |
| 22 | 27 | 1.4% | |
| 21 | 31 | 1.7% | |
| 20 | 19 | 1.0% |
| Distinct | 220 |
|---|---|
| Distinct (%) | 11.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 84.7728977 |
|---|---|
| Minimum | 0 |
| Maximum | 2000 |
| Zeros | 1584 |
| Zeros (%) | 84.8% |
| Memory size | 14.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 650 |
| Maximum | 2000 |
| Range | 2000 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 280.5631239 |
|---|---|
| Coefficient of variation (CV) | 3.309585157 |
| Kurtosis | 18.59098594 |
| Mean | 84.7728977 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.169201904 |
| Sum | 158271 |
| Variance | 78715.66651 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0 | 1584 | 84.8% | |
| 250 | 15 | 0.8% | |
| 750 | 8 | 0.4% | |
| 1250 | 6 | 0.3% | |
| 50 | 3 | 0.2% | |
| 151 | 3 | 0.2% | |
| 290 | 3 | 0.2% | |
| 170 | 3 | 0.2% | |
| 468 | 2 | 0.1% | |
| 341 | 2 | 0.1% | |
| Other values (210) | 238 | 12.7% |
| Value | Count | Frequency (%) | |
| 0 | 1584 | 84.8% | |
| 2 | 1 | 0.1% | |
| 3 | 2 | 0.1% | |
| 7 | 1 | 0.1% | |
| 13 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 2000 | 2 | 0.1% | |
| 1975 | 1 | 0.1% | |
| 1960 | 1 | 0.1% | |
| 1949 | 1 | 0.1% | |
| 1906 | 1 | 0.1% |
Coverage
Real number (ℝ≥0)
| Distinct | 96 |
|---|---|
| Distinct (%) | 5.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 43.58543117 |
|---|---|
| Minimum | 2 |
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 14.6 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 13 |
| Q1 | 27 |
| median | 41 |
| Q3 | 58 |
| 95-th percentile | 85 |
| Maximum | 100 |
| Range | 98 |
| Interquartile range (IQR) | 31 |
Descriptive statistics
| Standard deviation | 21.43115206 |
|---|---|
| Coefficient of variation (CV) | 0.4917044866 |
| Kurtosis | -0.363760615 |
| Mean | 43.58543117 |
| Median Absolute Deviation (MAD) | 15 |
| Skewness | 0.4941271419 |
| Sum | 81374 |
| Variance | 459.2942785 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 42 | 45 | 2.4% | |
| 30 | 42 | 2.2% | |
| 36 | 42 | 2.2% | |
| 44 | 41 | 2.2% | |
| 25 | 40 | 2.1% | |
| 40 | 40 | 2.1% | |
| 31 | 39 | 2.1% | |
| 37 | 38 | 2.0% | |
| 18 | 37 | 2.0% | |
| 45 | 36 | 1.9% | |
| Other values (86) | 1467 | 78.6% |
| Value | Count | Frequency (%) | |
| 2 | 3 | 0.2% | |
| 3 | 5 | 0.3% | |
| 5 | 6 | 0.3% | |
| 6 | 6 | 0.3% | |
| 7 | 6 | 0.3% |
| Value | Count | Frequency (%) | |
| 100 | 18 | 1.0% | |
| 98 | 3 | 0.2% | |
| 97 | 2 | 0.1% | |
| 96 | 4 | 0.2% | |
| 95 | 3 | 0.2% |
TLCar
Real number (ℝ≥0)
| Distinct | 828 |
|---|---|
| Distinct (%) | 44.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1510.77022 |
|---|---|
| Minimum | 1000 |
| Maximum | 1999 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 14.6 KiB |
Quantile statistics
| Minimum | 1000 |
|---|---|
| 5-th percentile | 1052 |
| Q1 | 1263 |
| median | 1518 |
| Q3 | 1764 |
| 95-th percentile | 1948 |
| Maximum | 1999 |
| Range | 999 |
| Interquartile range (IQR) | 501 |
Descriptive statistics
| Standard deviation | 288.4265018 |
|---|---|
| Coefficient of variation (CV) | 0.1909135473 |
| Kurtosis | -1.208499076 |
| Mean | 1510.77022 |
| Median Absolute Deviation (MAD) | 250 |
| Skewness | -0.03924223406 |
| Sum | 2820608 |
| Variance | 83189.84696 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 1171 | 7 | 0.4% | |
| 1293 | 7 | 0.4% | |
| 1191 | 7 | 0.4% | |
| 1955 | 7 | 0.4% | |
| 1902 | 7 | 0.4% | |
| 1999 | 6 | 0.3% | |
| 1403 | 6 | 0.3% | |
| 1472 | 6 | 0.3% | |
| 1866 | 6 | 0.3% | |
| 1678 | 6 | 0.3% | |
| Other values (818) | 1802 | 96.5% |
| Value | Count | Frequency (%) | |
| 1000 | 1 | 0.1% | |
| 1001 | 5 | 0.3% | |
| 1002 | 2 | 0.1% | |
| 1003 | 3 | 0.2% | |
| 1006 | 3 | 0.2% |
| Value | Count | Frequency (%) | |
| 1999 | 6 | 0.3% | |
| 1998 | 3 | 0.2% | |
| 1997 | 2 | 0.1% | |
| 1996 | 3 | 0.2% | |
| 1994 | 2 | 0.1% |
TLHGV
Real number (ℝ≥0)
| Distinct | 488 |
|---|---|
| Distinct (%) | 26.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 746.8339582 |
|---|---|
| Minimum | 500 |
| Maximum | 999 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 14.6 KiB |
Quantile statistics
| Minimum | 500 |
|---|---|
| 5-th percentile | 525.3 |
| Q1 | 620 |
| median | 743 |
| Q3 | 871 |
| 95-th percentile | 972 |
| Maximum | 999 |
| Range | 499 |
| Interquartile range (IQR) | 251 |
Descriptive statistics
| Standard deviation | 144.8114466 |
|---|---|
| Coefficient of variation (CV) | 0.193900458 |
| Kurtosis | -1.233212315 |
| Mean | 746.8339582 |
| Median Absolute Deviation (MAD) | 126 |
| Skewness | 0.03726417494 |
| Sum | 1394339 |
| Variance | 20970.35505 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 926 | 11 | 0.6% | |
| 582 | 10 | 0.5% | |
| 871 | 10 | 0.5% | |
| 869 | 10 | 0.5% | |
| 626 | 9 | 0.5% | |
| 795 | 9 | 0.5% | |
| 567 | 9 | 0.5% | |
| 982 | 9 | 0.5% | |
| 579 | 9 | 0.5% | |
| 664 | 9 | 0.5% | |
| Other values (478) | 1772 | 94.9% |
| Value | Count | Frequency (%) | |
| 500 | 3 | 0.2% | |
| 501 | 7 | 0.4% | |
| 502 | 3 | 0.2% | |
| 503 | 1 | 0.1% | |
| 504 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 999 | 5 | 0.3% | |
| 998 | 4 | 0.2% | |
| 997 | 1 | 0.1% | |
| 996 | 3 | 0.2% | |
| 995 | 3 | 0.2% |
Strasse
Categorical
| Distinct | 17 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 14.6 KiB |
| A 3 | |
|---|---|
| A 9 | |
| A 96 | |
| A 7 | |
| A 73 | |
| Other values (12) |
| Value | Count | Frequency (%) | |
| A 3 | 574 | 30.7% | |
| A 9 | 466 | 25.0% | |
| A 96 | 156 | 8.4% | |
| A 7 | 130 | 7.0% | |
| A 73 | 129 | 6.9% | |
| A 6 | 127 | 6.8% | |
| A 99 | 116 | 6.2% | |
| A 92 | 66 | 3.5% | |
| A 94 | 37 | 2.0% | |
| A 70 | 31 | 1.7% | |
| Other values (7) | 35 | 1.9% |
Frequencies of value counts
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | 0.1% |
Histogram of lengths of the category
Length
| Max length | 5 |
|---|---|
| Median length | 3 |
| Mean length | 3.30690948 |
| Min length | 3 |
Kat
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 14.6 KiB |
| 3 | |
|---|---|
| 7 | |
| 2 | |
| 1 | 36 |
| Value | Count | Frequency (%) | |
| 3 | 890 | 47.7% | |
| 7 | 724 | 38.8% | |
| 2 | 217 | 11.6% | |
| 1 | 36 | 1.9% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Typ
Real number (ℝ≥0)
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.054097483 |
|---|---|
| Minimum | 1 |
| Maximum | 7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 14.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 6 |
| median | 6 |
| Q3 | 6 |
| 95-th percentile | 7 |
| Maximum | 7 |
| Range | 6 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.94780996 |
|---|---|
| Coefficient of variation (CV) | 0.385392242 |
| Kurtosis | 0.214578889 |
| Mean | 5.054097483 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.388058215 |
| Sum | 9436 |
| Variance | 3.793963641 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) | |
| 6 | 1313 | 70.3% | |
| 1 | 301 | 16.1% | |
| 3 | 120 | 6.4% | |
| 7 | 118 | 6.3% | |
| 5 | 11 | 0.6% | |
| 4 | 4 | 0.2% |
| Value | Count | Frequency (%) | |
| 1 | 301 | 16.1% | |
| 3 | 120 | 6.4% | |
| 4 | 4 | 0.2% | |
| 5 | 11 | 0.6% | |
| 6 | 1313 | 70.3% |
| Value | Count | Frequency (%) | |
| 7 | 118 | 6.3% | |
| 6 | 1313 | 70.3% | |
| 5 | 11 | 0.6% | |
| 4 | 4 | 0.2% | |
| 3 | 120 | 6.4% |
Betei
Real number (ℝ≥0)
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.275307981 |
|---|---|
| Minimum | 1 |
| Maximum | 18 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 14.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 2 |
| Q3 | 3 |
| 95-th percentile | 4 |
| Maximum | 18 |
| Range | 17 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.9596611188 |
|---|---|
| Coefficient of variation (CV) | 0.4217719654 |
| Kurtosis | 42.98696399 |
| Mean | 2.275307981 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.808235232 |
| Sum | 4248 |
| Variance | 0.920949463 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=9)
| Value | Count | Frequency (%) | |
| 2 | 1145 | 61.3% | |
| 3 | 358 | 19.2% | |
| 1 | 219 | 11.7% | |
| 4 | 103 | 5.5% | |
| 5 | 25 | 1.3% | |
| 7 | 6 | 0.3% | |
| 6 | 6 | 0.3% | |
| 8 | 4 | 0.2% | |
| 18 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 1 | 219 | 11.7% | |
| 2 | 1145 | 61.3% | |
| 3 | 358 | 19.2% | |
| 4 | 103 | 5.5% | |
| 5 | 25 | 1.3% |
| Value | Count | Frequency (%) | |
| 18 | 1 | 0.1% | |
| 8 | 4 | 0.2% | |
| 7 | 6 | 0.3% | |
| 6 | 6 | 0.3% | |
| 5 | 25 | 1.3% |
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.38189609 |
|---|---|
| Minimum | 0 |
| Maximum | 9 |
| Zeros | 64 |
| Zeros (%) | 3.4% |
| Memory size | 14.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 2 |
| Q3 | 3 |
| 95-th percentile | 9 |
| Maximum | 9 |
| Range | 9 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 2.438164325 |
|---|---|
| Coefficient of variation (CV) | 0.7209459606 |
| Kurtosis | 0.3529952481 |
| Mean | 3.38189609 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.283502637 |
| Sum | 6314 |
| Variance | 5.944645278 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 2 | 838 | 44.9% | |
| 3 | 453 | 24.3% | |
| 8 | 165 | 8.8% | |
| 9 | 125 | 6.7% | |
| 5 | 90 | 4.8% | |
| 1 | 87 | 4.7% | |
| 0 | 64 | 3.4% | |
| 7 | 35 | 1.9% | |
| 6 | 6 | 0.3% | |
| 4 | 4 | 0.2% |
| Value | Count | Frequency (%) | |
| 0 | 64 | 3.4% | |
| 1 | 87 | 4.7% | |
| 2 | 838 | 44.9% | |
| 3 | 453 | 24.3% | |
| 4 | 4 | 0.2% |
| Value | Count | Frequency (%) | |
| 9 | 125 | 6.7% | |
| 8 | 165 | 8.8% | |
| 7 | 35 | 1.9% | |
| 6 | 6 | 0.3% | |
| 5 | 90 | 4.8% |
UArt2
Real number (ℝ)
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1815747188 |
|---|---|
| Minimum | -1 |
| Maximum | 9 |
| Zeros | 4 |
| Zeros (%) | 0.2% |
| Memory size | 14.6 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -1 |
| Q1 | -1 |
| median | -1 |
| Q3 | -1 |
| 95-th percentile | 9 |
| Maximum | 9 |
| Range | 10 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 3.052896133 |
|---|---|
| Coefficient of variation (CV) | 16.81344271 |
| Kurtosis | 3.665719041 |
| Mean | 0.1815747188 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.338769952 |
| Sum | 339 |
| Variance | 9.320174797 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -1 | 1598 | 85.6% | |
| 9 | 133 | 7.1% | |
| 8 | 69 | 3.7% | |
| 3 | 39 | 2.1% | |
| 2 | 12 | 0.6% | |
| 1 | 5 | 0.3% | |
| 7 | 4 | 0.2% | |
| 0 | 4 | 0.2% | |
| 5 | 2 | 0.1% | |
| 4 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| -1 | 1598 | 85.6% | |
| 0 | 4 | 0.2% | |
| 1 | 5 | 0.3% | |
| 2 | 12 | 0.6% | |
| 3 | 39 | 2.1% |
| Value | Count | Frequency (%) | |
| 9 | 133 | 7.1% | |
| 8 | 69 | 3.7% | |
| 7 | 4 | 0.2% | |
| 5 | 2 | 0.1% | |
| 4 | 1 | 0.1% |
| Distinct | 15 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.79914301 |
|---|---|
| Minimum | 0 |
| Maximum | 89 |
| Zeros | 1676 |
| Zeros (%) | 89.8% |
| Memory size | 14.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 73 |
| Maximum | 89 |
| Range | 89 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 23.18858423 |
|---|---|
| Coefficient of variation (CV) | 2.973222084 |
| Kurtosis | 5.183920285 |
| Mean | 7.79914301 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.662744052 |
| Sum | 14561 |
| Variance | 537.7104387 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=15)
| Value | Count | Frequency (%) | |
| 0 | 1676 | 89.8% | |
| 73 | 95 | 5.1% | |
| 72 | 41 | 2.2% | |
| 89 | 18 | 1.0% | |
| 82 | 13 | 0.7% | |
| 88 | 8 | 0.4% | |
| 81 | 4 | 0.2% | |
| 86 | 3 | 0.2% | |
| 83 | 2 | 0.1% | |
| 75 | 2 | 0.1% | |
| Other values (5) | 5 | 0.3% |
| Value | Count | Frequency (%) | |
| 0 | 1676 | 89.8% | |
| 72 | 41 | 2.2% | |
| 73 | 95 | 5.1% | |
| 75 | 2 | 0.1% | |
| 76 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 89 | 18 | 1.0% | |
| 88 | 8 | 0.4% | |
| 87 | 1 | 0.1% | |
| 86 | 3 | 0.2% | |
| 84 | 1 | 0.1% |
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4627745046 |
|---|---|
| Minimum | 0 |
| Maximum | 89 |
| Zeros | 1856 |
| Zeros (%) | 99.4% |
| Memory size | 14.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 89 |
| Range | 89 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 6.024964269 |
|---|---|
| Coefficient of variation (CV) | 13.01922256 |
| Kurtosis | 167.9982767 |
| Mean | 0.4627745046 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 13.00346141 |
| Sum | 864 |
| Variance | 36.30019444 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) | |
| 0 | 1856 | 99.4% | |
| 73 | 3 | 0.2% | |
| 81 | 2 | 0.1% | |
| 80 | 2 | 0.1% | |
| 75 | 2 | 0.1% | |
| 89 | 1 | 0.1% | |
| 84 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 0 | 1856 | 99.4% | |
| 73 | 3 | 0.2% | |
| 75 | 2 | 0.1% | |
| 80 | 2 | 0.1% | |
| 81 | 2 | 0.1% |
| Value | Count | Frequency (%) | |
| 89 | 1 | 0.1% | |
| 84 | 1 | 0.1% | |
| 81 | 2 | 0.1% | |
| 80 | 2 | 0.1% | |
| 75 | 2 | 0.1% |
AufHi
Real number (ℝ)
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.01446170327 |
|---|---|
| Minimum | -1 |
| Maximum | 9 |
| Zeros | 2 |
| Zeros (%) | 0.1% |
| Memory size | 14.6 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -1 |
| Q1 | -1 |
| median | -1 |
| Q3 | -1 |
| 95-th percentile | 3 |
| Maximum | 9 |
| Range | 10 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.838700543 |
|---|---|
| Coefficient of variation (CV) | 127.1427375 |
| Kurtosis | 0.6646081812 |
| Mean | 0.01446170327 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.416672657 |
| Sum | 27 |
| Variance | 3.380819686 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=9)
| Value | Count | Frequency (%) | |
| -1 | 1417 | 75.9% | |
| 3 | 381 | 20.4% | |
| 4 | 44 | 2.4% | |
| 5 | 16 | 0.9% | |
| 8 | 3 | 0.2% | |
| 9 | 2 | 0.1% | |
| 0 | 2 | 0.1% | |
| 2 | 1 | 0.1% | |
| 1 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| -1 | 1417 | 75.9% | |
| 0 | 2 | 0.1% | |
| 1 | 1 | 0.1% | |
| 2 | 1 | 0.1% | |
| 3 | 381 | 20.4% |
| Value | Count | Frequency (%) | |
| 9 | 2 | 0.1% | |
| 8 | 3 | 0.2% | |
| 5 | 16 | 0.9% | |
| 4 | 44 | 2.4% | |
| 3 | 381 | 20.4% |
Alkoh
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 14.6 KiB |
| -1 | |
|---|---|
| 1 | 25 |
| Value | Count | Frequency (%) | |
| -1 | 1842 | 98.7% | |
| 1 | 25 | 1.3% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 1.986609534 |
| Min length | 1 |
Char1
Real number (ℝ)
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.5206213176 |
|---|---|
| Minimum | -1 |
| Maximum | 6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 14.6 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -1 |
| Q1 | -1 |
| median | -1 |
| Q3 | -1 |
| 95-th percentile | 4 |
| Maximum | 6 |
| Range | 7 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.607184446 |
|---|---|
| Coefficient of variation (CV) | -3.087050782 |
| Kurtosis | 8.211005847 |
| Mean | -0.5206213176 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.147680846 |
| Sum | -972 |
| Variance | 2.583041843 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=5)
| Value | Count | Frequency (%) | |
| -1 | 1710 | 91.6% | |
| 5 | 60 | 3.2% | |
| 4 | 56 | 3.0% | |
| 6 | 33 | 1.8% | |
| 2 | 8 | 0.4% |
| Value | Count | Frequency (%) | |
| -1 | 1710 | 91.6% | |
| 2 | 8 | 0.4% | |
| 4 | 56 | 3.0% | |
| 5 | 60 | 3.2% | |
| 6 | 33 | 1.8% |
| Value | Count | Frequency (%) | |
| 6 | 33 | 1.8% | |
| 5 | 60 | 3.2% | |
| 4 | 56 | 3.0% | |
| 2 | 8 | 0.4% | |
| -1 | 1710 | 91.6% |
Char2
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 14.6 KiB |
| -1 | |
|---|---|
| 6 | 42 |
| Value | Count | Frequency (%) | |
| -1 | 1825 | 97.8% | |
| 6 | 42 | 2.2% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 1.977504017 |
| Min length | 1 |
Bes1
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 14.6 KiB |
| -1 | |
|---|---|
| 6 | |
| 1 | 6 |
| Value | Count | Frequency (%) | |
| -1 | 1503 | 80.5% | |
| 6 | 358 | 19.2% | |
| 1 | 6 | 0.3% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 1.805034815 |
| Min length | 1 |
Bes2
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 14.6 KiB |
| -1 | |
|---|---|
| 6 | 1 |
| Value | Count | Frequency (%) | |
| -1 | 1866 | 99.9% | |
| 6 | 1 | 0.1% |
Frequencies of value counts
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.1% |
Histogram of lengths of the category
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 1.999464381 |
| Min length | 1 |
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 14.6 KiB |
| 0 | |
|---|---|
| 2 | |
| 1 | 98 |
| -1 | 3 |
| Value | Count | Frequency (%) | |
| 0 | 1503 | 80.5% | |
| 2 | 263 | 14.1% | |
| 1 | 98 | 5.2% | |
| -1 | 3 | 0.2% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 2 |
|---|---|
| Median length | 1 |
| Mean length | 1.001606856 |
| Min length | 1 |
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 14.6 KiB |
| -1 | |
|---|---|
| 4 | |
| 3 | 16 |
| Value | Count | Frequency (%) | |
| -1 | 1506 | 80.7% | |
| 4 | 345 | 18.5% | |
| 3 | 16 | 0.9% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 1.806641671 |
| Min length | 1 |
Zust1
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 14.6 KiB |
| 0 | |
|---|---|
| 1 | |
| 2 | 40 |
| -1 | 5 |
| Value | Count | Frequency (%) | |
| 0 | 1408 | 75.4% | |
| 1 | 414 | 22.2% | |
| 2 | 40 | 2.1% | |
| -1 | 5 | 0.3% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 2 |
|---|---|
| Median length | 1 |
| Mean length | 1.002678093 |
| Min length | 1 |
Zust2
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 14.6 KiB |
| -1 | |
|---|---|
| 2 | 17 |
| Value | Count | Frequency (%) | |
| -1 | 1850 | 99.1% | |
| 2 | 17 | 0.9% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 1.990894483 |
| Min length | 1 |
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 109 |
| Missing (%) | 5.8% |
| Memory size | 14.6 KiB |
| 2 | |
|---|---|
| 1 | |
| 3 | |
| 4 | 39 |
| S | 23 |
| Other values (2) | 8 |
| Value | Count | Frequency (%) | |
| 2 | 809 | 43.3% | |
| 1 | 587 | 31.4% | |
| 3 | 292 | 15.6% | |
| 4 | 39 | 2.1% | |
| S | 23 | 1.2% | |
| 5 | 5 | 0.3% | |
| F | 3 | 0.2% | |
| (Missing) | 109 | 5.8% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 3 |
|---|---|
| Median length | 1 |
| Mean length | 1.116764863 |
| Min length | 1 |
StrklVu
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 14.6 KiB |
| A | |
|---|---|
| G | 4 |
| B | 1 |
| Value | Count | Frequency (%) | |
| A | 1862 | 99.7% | |
| G | 4 | 0.2% | |
| B | 1 | 0.1% |
Frequencies of value counts
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.1% |
Histogram of lengths of the category
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
WoTag
Categorical
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 14.6 KiB |
| Fr | |
|---|---|
| Do | |
| Mi | |
| Di | |
| Mo | |
| Other values (3) |
| Value | Count | Frequency (%) | |
| Fr | 339 | 18.2% | |
| Do | 295 | 15.8% | |
| Mi | 290 | 15.5% | |
| Di | 280 | 15.0% | |
| Mo | 256 | 13.7% | |
| So | 205 | 11.0% | |
| Sa | 190 | 10.2% | |
| 12 | 0.6% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 1.987145153 |
| Min length | 0 |
FeiTag
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 14.6 KiB |
| -1 | |
|---|---|
| 1 | 47 |
| Value | Count | Frequency (%) | |
| -1 | 1820 | 97.5% | |
| 1 | 47 | 2.5% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 1.974825924 |
| Min length | 1 |
Month
Categorical
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 14.6 KiB |
| Jul | |
|---|---|
| Aug | |
| Oct | |
| Sep | |
| Jun | |
| Other values (7) |
| Value | Count | Frequency (%) | |
| Jul | 242 | 13.0% | |
| Aug | 222 | 11.9% | |
| Oct | 167 | 8.9% | |
| Sep | 163 | 8.7% | |
| Jun | 163 | 8.7% | |
| Apr | 150 | 8.0% | |
| Mar | 142 | 7.6% | |
| Nov | 141 | 7.6% | |
| May | 140 | 7.5% | |
| Dec | 137 | 7.3% | |
| Other values (2) | 200 | 10.7% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| TempMax | TempAvg | SpatMax | SpatAvg | TempDist | SpatDist | Coverage | TLCar | TLHGV | Strasse | Kat | Typ | Betei | UArt1 | UArt2 | AUrs1 | AUrs2 | AufHi | Alkoh | Char1 | Char2 | Bes1 | Bes2 | Lich1 | Lich2 | Zust1 | Zust2 | Fstf | StrklVu | WoTag | FeiTag | Month | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 360 | 222 | 6568 | 4311 | 0 | 0 | 61 | 1714 | 718 | A 3 | 2 | 1 | 3 | 2 | -1 | 0 | 0 | -1 | -1 | -1 | -1 | -1 | -1 | 0 | -1 | 1 | -1 | 2 | A | Di | 1 | Jan |
| 1 | 69 | 28 | 6000 | 3475 | 10 | 0 | 41 | 1691 | 686 | A 6 | 3 | 6 | 3 | 2 | -1 | 89 | 0 | -1 | -1 | -1 | -1 | -1 | -1 | 0 | -1 | 0 | -1 | 2 | A | Di | 1 | Jan |
| 2 | 162 | 89 | 13925 | 7212 | 0 | 0 | 50 | 1293 | 804 | A 3 | 3 | 6 | 5 | 2 | 9 | 0 | 0 | 3 | -1 | -1 | -1 | -1 | -1 | 0 | -1 | 1 | -1 | 2 | A | Mi | -1 | Jan |
| 3 | 162 | 89 | 13925 | 7212 | 1 | 996 | 50 | 1293 | 804 | A 3 | 3 | 6 | 7 | 2 | -1 | 82 | 0 | -1 | -1 | -1 | -1 | -1 | -1 | 0 | -1 | 1 | -1 | 2 | A | Mi | -1 | Jan |
| 4 | 162 | 49 | 20701 | 5847 | 0 | 0 | 28 | 1417 | 502 | A 3 | 3 | 6 | 2 | 2 | -1 | 0 | 0 | -1 | -1 | -1 | -1 | -1 | -1 | 0 | -1 | 0 | -1 | NaN | A | Mi | -1 | Jan |
| 5 | 45 | 20 | 7483 | 3057 | 0 | 0 | 42 | 1044 | 780 | A 6 | 3 | 6 | 3 | 2 | -1 | 0 | 0 | -1 | 1 | -1 | -1 | -1 | -1 | 0 | -1 | 0 | -1 | 1 | A | Mi | -1 | Jan |
| 6 | 285 | 117 | 18067 | 5068 | 0 | 0 | 28 | 1205 | 643 | A 9 | 7 | 1 | 3 | 3 | -1 | 72 | 0 | -1 | -1 | -1 | -1 | -1 | -1 | 0 | -1 | 1 | 2 | 1 | A | Mi | -1 | Jan |
| 7 | 216 | 96 | 12991 | 5615 | 11 | 0 | 43 | 1647 | 670 | A 3 | 3 | 7 | 3 | 3 | -1 | 0 | 0 | -1 | -1 | -1 | -1 | -1 | -1 | 2 | 4 | 1 | -1 | 2 | A | Do | -1 | Jan |
| 8 | 138 | 55 | 6415 | 3142 | 0 | 0 | 42 | 1803 | 985 | A 9 | 7 | 1 | 2 | 3 | -1 | 0 | 0 | -1 | -1 | -1 | -1 | -1 | -1 | 2 | 4 | 0 | -1 | 1 | A | Fr | -1 | Jan |
| 9 | 105 | 61 | 9941 | 2555 | 0 | 112 | 22 | 1657 | 905 | A 9 | 3 | 6 | 3 | 2 | -1 | 0 | 0 | -1 | -1 | -1 | -1 | -1 | -1 | 2 | 4 | 1 | -1 | 4 | A | Fr | -1 | Jan |
Last rows
| TempMax | TempAvg | SpatMax | SpatAvg | TempDist | SpatDist | Coverage | TLCar | TLHGV | Strasse | Kat | Typ | Betei | UArt1 | UArt2 | AUrs1 | AUrs2 | AufHi | Alkoh | Char1 | Char2 | Bes1 | Bes2 | Lich1 | Lich2 | Zust1 | Zust2 | Fstf | StrklVu | WoTag | FeiTag | Month | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1857 | 81 | 61 | 2698 | 2360 | 8 | 0 | 86 | 1305 | 511 | A 7 | 3 | 1 | 1 | 9 | -1 | 0 | 0 | 3 | -1 | 6 | -1 | -1 | -1 | 2 | 4 | 0 | -1 | 2 | A | Fr | -1 | Dec |
| 1858 | 237 | 52 | 29229 | 6305 | 0 | 0 | 21 | 1269 | 784 | A 9 | 3 | 6 | 3 | 2 | -1 | 0 | 0 | -1 | -1 | -1 | -1 | -1 | -1 | 0 | -1 | 0 | -1 | F | A | Fr | -1 | Dec |
| 1859 | 564 | 94 | 43244 | 7047 | 0 | 0 | 16 | 1785 | 638 | A 7 | 3 | 1 | 4 | 2 | 9 | 0 | 0 | 3 | -1 | -1 | -1 | -1 | -1 | 0 | -1 | 0 | -1 | 2 | A | -1 | Dec | |
| 1860 | 201 | 93 | 14999 | 4372 | 16 | 0 | 29 | 1875 | 579 | A 7 | 3 | 6 | 2 | 2 | -1 | 0 | 0 | -1 | -1 | -1 | -1 | -1 | -1 | 0 | -1 | 0 | -1 | 1 | A | Sa | -1 | Dec |
| 1861 | 45 | 26 | 3955 | 2768 | 22 | 0 | 75 | 1262 | 925 | A 9 | 3 | 6 | 2 | 2 | -1 | 0 | 0 | -1 | -1 | -1 | -1 | -1 | -1 | 0 | -1 | 0 | -1 | 1 | A | So | -1 | Dec |
| 1862 | 39 | 31 | 13456 | 10007 | 11 | 0 | 74 | 1850 | 582 | A 9 | 3 | 7 | 3 | 4 | -1 | 0 | 0 | -1 | -1 | -1 | -1 | -1 | -1 | 2 | 4 | 0 | -1 | 3 | A | So | -1 | Dec |
| 1863 | 135 | 54 | 6481 | 2784 | 12 | 750 | 42 | 1798 | 511 | A 9 | 7 | 6 | 2 | 2 | -1 | 0 | 0 | -1 | -1 | -1 | -1 | 6 | -1 | 0 | -1 | 0 | -1 | 1 | A | So | -1 | Dec |
| 1864 | 87 | 79 | 3788 | 3411 | 0 | 0 | 88 | 1363 | 741 | A 92 | 3 | 6 | 2 | 2 | -1 | 0 | 0 | -1 | 1 | -1 | -1 | -1 | -1 | 2 | 4 | 0 | -1 | 2 | A | So | -1 | Dec |
| 1865 | 93 | 72 | 3418 | 2571 | 4 | 0 | 75 | 1950 | 993 | A 3 | 3 | 6 | 3 | 2 | -1 | 0 | 0 | -1 | -1 | -1 | -1 | -1 | -1 | 2 | 3 | 0 | -1 | 2 | A | -1 | Dec | |
| 1866 | 69 | 62 | 1406 | 1260 | 6 | 0 | 78 | 1155 | 500 | A 71 | 2 | 6 | 2 | 2 | -1 | 0 | 0 | -1 | -1 | -1 | -1 | -1 | -1 | 0 | -1 | 0 | -1 | 1 | A | Di | -1 | Dec |
Most frequent
| TempMax | TempAvg | SpatMax | SpatAvg | TempDist | SpatDist | Coverage | TLCar | TLHGV | Strasse | Kat | Typ | Betei | UArt1 | UArt2 | AUrs1 | AUrs2 | AufHi | Alkoh | Char1 | Char2 | Bes1 | Bes2 | Lich1 | Lich2 | Zust1 | Zust2 | Fstf | StrklVu | WoTag | FeiTag | Month | count | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 24 | 24 | 1341 | 1033 | 18 | 3 | 88 | 1451 | 951 | A 9 | 7 | 1 | 1 | 7 | -1 | 88 | 0 | -1 | -1 | -1 | -1 | 6 | -1 | 2 | 4 | 1 | -1 | 2 | A | Di | -1 | Oct | 2 |
| 1 | 99 | 43 | 13079 | 6332 | 0 | 0 | 48 | 1149 | 610 | A 9 | 7 | 1 | 1 | 0 | -1 | 0 | 0 | -1 | -1 | -1 | -1 | -1 | -1 | 0 | -1 | 0 | -1 | S | A | Sa | -1 | Jul | 2 |
| 2 | 177 | 61 | 30496 | 5350 | 0 | 0 | 16 | 1194 | 546 | A 3 | 7 | 3 | 2 | 5 | -1 | 0 | 0 | -1 | -1 | -1 | -1 | -1 | -1 | 0 | -1 | 1 | -1 | 2 | A | Do | -1 | May | 2 |
| 3 | 252 | 51 | 20792 | 4259 | 0 | 0 | 19 | 1679 | 606 | A 3 | 3 | 6 | 2 | 2 | -1 | 0 | 0 | -1 | -1 | -1 | -1 | -1 | -1 | 0 | -1 | 0 | -1 | 2 | A | So | -1 | Sep | 2 |
| 4 | 294 | 94 | 7660 | 2405 | 0 | 0 | 30 | 1576 | 680 | A 3 | 7 | 6 | 2 | 5 | -1 | 0 | 0 | -1 | -1 | -1 | -1 | 6 | -1 | 0 | -1 | 0 | -1 | 2 | A | Do | -1 | Aug | 2 |
| 5 | 450 | 170 | 9574 | 3907 | 0 | 0 | 40 | 1214 | 522 | A 9 | 7 | 6 | 2 | 3 | -1 | 0 | 0 | -1 | -1 | -1 | -1 | 6 | -1 | 0 | -1 | 0 | -1 | 2 | A | Fr | -1 | Jun | 2 |